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Engineering and Technology

D-Index
39
Citations
9958
World Ranking
7525
National Ranking
185

Overview

Edurne Barrenechea is affiliated with Universidad Publica De Navarra in Spain and specializes in the field of Computer Science. Their work predominantly focuses on the subfields of Computer Vision and Pattern Recognition, Media Technology, and Artificial Intelligence.

The main topics of research covered by Edurne Barrenechea include:

  • Advanced Image and Video Retrieval Techniques
  • Remote-Sensing Image Classification
  • Image Retrieval and Classification Techniques
  • Domain Adaptation and Few-Shot Learning
  • Advanced Neural Network Applications
  • Medical Image Segmentation Techniques
  • Digital Image Processing Techniques

Recent publications by Edurne Barrenechea showcase research contributions in various reputable venues with topics related to image processing and classification. Key papers include:

  • "Co-occurrence of deep convolutional features for image search" (2020), published in Image and Vision Computing
  • "Learning ordered pooling weights in image classification" (2020), published in Neurocomputing
  • "Ordered directional monotonicity in the construction of edge detectors" (2020), published in Fuzzy Sets and Systems
  • "Cátedra Mujer, Ciencia y Tecnología de la UPNA" (2023), published in Príncipe de Viana

The frequent collaborators in Edurne Barrenechea's research include Humberto Bustince, Juan I. Forcen, Miguel Pagola, Cédric Marco-Detchart, and Javier Fernández. These coauthors are associated with multiple joint publications, reflecting ongoing research partnerships.

Edurne Barrenechea's work is published in journals such as:

  • Image and Vision Computing
  • Neurocomputing
  • Fuzzy Sets and Systems
  • Príncipe de Viana

This profile reflects a research career with a focus on image analysis techniques, classification methodologies, and applications of neural networks in computer vision. The scientist's research contributes to both foundational algorithm development and applied technological advancements in media and remote-sensing imaging.

Best Publications

  • A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

    M. Galar;A. Fernandez;E. Barrenechea;H. Bustince

  • An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

    Mikel Galar;Alberto Fernández;Edurne Barrenechea;Humberto Bustince

  • A Historical Account of Types of Fuzzy Sets and Their Relationships

    Humberto Bustince;Edurne Barrenechea;Miguel Pagola;Javier Fernandez

  • EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling

    Mikel Galar;Alberto Fernández;Edurne Barrenechea;Francisco Herrera

  • Interval-valued fuzzy sets constructed from matrices: Application to edge detection

    H. Bustince;E. Barrenechea;M. Pagola;J. Fernandez

  • Construction of fuzzy indices from fuzzy DI-subsethood measures: Application to the global comparison of images

    H. Bustince;M. Pagola;E. Barrenechea

  • New method to assess barley nitrogen nutrition status based on image colour analysis

    Miguel Pagola;Rubén Ortiz;Ignacio Irigoyen;Humberto Bustince

  • New results on overlap and grouping functions

    Benjamín Bedregal;Graçaliz Pereira Dimuro;Humberto Bustince;Edurne Barrenechea

  • Image thresholding using restricted equivalence functions and maximizing the measures of similarity

    H. Bustince;E. Barrenechea;M. Pagola

  • Restricted equivalence functions

    H. Bustince;E. Barrenechea;M. Pagola

  • Relationship between restricted dissimilarity functions, restricted equivalence functions and normal EN-functions: Image thresholding invariant

    H. Bustince;E. Barrenechea;M. Pagola

  • Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$ -Dimensional Overlap Functions and Decomposition Strategies

    Mikel Elkano;Mikel Galar;Jose Antonio Sanz;Alberto Fernandez

  • A survey on fingerprint minutiae-based local matching for verification and identification

    Daniel Peralta;Mikel Galar;Isaac Triguero;Daniel Paternain

  • Definition and construction of fuzzy DI-subsethood measures

    H. Bustince;V. Mohedano;E. Barrenechea;M. Pagola

  • Multiscale edge detection based on Gaussian smoothing and edge tracking

    C. Lopez-Molina;B. De Baets;H. Bustince;J. Sanz

  • Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images

    H. Bustince;M. Pagola;E. Barrenechea;J. Fernandez

  • Comments on “Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Towards a Wide View on Their Relationship”

    Humberto Bustince Sola;Javier Fernandez;Hani Hagras;Francisco Herrera

  • Construction of Interval-Valued Fuzzy Relations With Application to the Generation of Fuzzy Edge Images

    E. Barrenechea;H. Bustince;B. De Baets;C. Lopez-Molina

  • n-Dimensional overlap functions

    Daniel Gómez;J. Tinguaro Rodríguez;Javier Montero;Humberto Bustince

  • Construction of interval-valued fuzzy preference relations from ignorance functions and fuzzy preference relations. Application to decision making

    Edurne Barrenechea;Javier Fernandez;Miguel Pagola;Francisco Chiclana

  • Generation of interval-valued fuzzy and atanassov's intuitionistic fuzzy connectives from fuzzy connectives and from K α operators: Laws for conjunctions and disjunctions, amplitude

    H. Bustince;E. Barrenechea;M. Pagola

  • Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

    Mikel Galar;Alberto Fernández;Edurne Barrenechea;Humberto Bustince

Frequent Co-Authors

Miguel Pagola
Miguel Pagola Universidad Publica De Navarra
Humberto Bustince
Humberto Bustince Universidad Publica De Navarra
Javier Fernández
Javier Fernández Universidad Publica De Navarra
Mikel Galar
Mikel Galar Universidad Publica De Navarra
Francisco Herrera
Francisco Herrera University of Granada
Javier Montero
Javier Montero Complutense University of Madrid
Alberto Fernández
Alberto Fernández University of Granada
José Antonio Sanz
José Antonio Sanz Universidad Publica De Navarra
Pablo Sanchis
Pablo Sanchis Universidad Publica De Navarra
Ignacio R. Matias
Ignacio R. Matias Universidad Publica De Navarra

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